Point Gemini Interactions cookbooks at the current model

Cut multi-turn token costs with Gemini's Interactions API

A new GeminiInteractions model class builds on Google's stateful Interactions API, so agents can talk to the interactions endpoint directly instead of Gemini's generateContent.

Keep parent trace attribution correct when spans share a trace

A child agent's spans no longer overwrite the parent trace's session_id, agent_id, or team_id when both share a trace_id.

Partition each user's data in a single AgentOS deployment

AgentOS now offers an opt-in per-user data isolation layer for authenticated endpoints, so one deployment keeps each user's data separated rather than pooling it together.